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VAE

13 repositories

Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering

Python 332 63 Updated Oct 2, 2020

Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)

Jupyter Notebook 46 17 Updated Apr 30, 2020

Final Project of STCS6701

Python 3 1 Updated Dec 15, 2021

An attemp to VAE/GMVAE

Python 2 Updated Sep 13, 2019

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

Python 227 50 Updated May 6, 2018

MLA Group Project: VAE with a VampPrior

Python 2 Updated Sep 5, 2021

Repository for the paper "Simple and Effective VAE Training with Calibrated Decoders"

29 2 Updated Jul 16, 2021

Wasserstein Auto-Encoders

Python 507 91 Updated Jun 28, 2018

Deep universal probabilistic programming with Python and PyTorch

Python 8,655 985 Updated Feb 5, 2025

This repository contains the implementation of the VAE and Gaussian Mixture VAE using TensorFlow and several network architectures

Python 207 32 Updated Jul 1, 2020

Conditional variational autoencoder implementation in Torch

Jupyter Notebook 105 27 Updated Mar 1, 2016

Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders

Lua 211 52 Updated Mar 4, 2020

A Collection of Variational Autoencoders (VAE) in PyTorch.

Python 6,906 1,096 Updated Jun 13, 2024